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https://issues.apache.org/jira/browse/SPARK-2425?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14127322#comment-14127322
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Andrew Or commented on SPARK-2425:
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Reopened a few times to change the fixed version. There is no net change, so
please disregard.
> Standalone Master is too aggressive in removing Applications
> ------------------------------------------------------------
>
> Key: SPARK-2425
> URL: https://issues.apache.org/jira/browse/SPARK-2425
> Project: Spark
> Issue Type: Bug
> Components: Spark Core
> Affects Versions: 1.0.0
> Reporter: Mark Hamstra
> Assignee: Mark Hamstra
> Priority: Critical
> Fix For: 1.1.1, 1.2.0
>
>
> When standalone Executors trying to run a particular Application fail a
> cummulative ApplicationState.MAX_NUM_RETRY times, Master will remove the
> Application. This will be true even if there actually are a number of
> Executors that are successfully running the Application. This makes
> long-running standalone-mode Applications in particular unnecessarily
> vulnerable to limited failures in the cluster -- e.g., a single bad node on
> which Executors repeatedly fail for any reason can prevent an Application
> from starting or can result in a running Application being removed even
> though it could continue to run successfully (just not making use of all
> potential Workers and Executors.)
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